Overview
Brought to you by YData
Dataset statistics
| Number of variables | 17 |
|---|---|
| Number of observations | 2263680 |
| Missing cells | 0 |
| Missing cells (%) | 0.0% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 386.4 MiB |
| Average record size in memory | 179.0 B |
Variable types
| Categorical | 4 |
|---|---|
| Text | 2 |
| Boolean | 1 |
| Numeric | 8 |
| DateTime | 2 |
country_code is highly overall correlated with payment_method | High correlation |
num_cancelled_orders_last_50days is highly overall correlated with num_refund_orders_last_50days | High correlation |
num_orders_last_50days is highly overall correlated with num_refund_orders_last_50days and 1 other fields | High correlation |
num_refund_orders_last_50days is highly overall correlated with num_cancelled_orders_last_50days and 1 other fields | High correlation |
payment_method is highly overall correlated with country_code | High correlation |
total_payment_last_50days is highly overall correlated with num_orders_last_50days | High correlation |
mobile_verified is highly imbalanced (99.1%) | Imbalance |
collect_type is highly imbalanced (90.2%) | Imbalance |
num_orders_last_50days has 86058 (3.8%) zeros | Zeros |
num_cancelled_orders_last_50days has 1485772 (65.6%) zeros | Zeros |
num_refund_orders_last_50days has 1318793 (58.3%) zeros | Zeros |
total_payment_last_50days has 54054 (2.4%) zeros | Zeros |
refund_value has 876848 (38.7%) zeros | Zeros |
Reproduction
| Analysis started | 2025-01-27 04:38:05.806309 |
|---|---|
| Analysis finished | 2025-01-27 04:40:07.760018 |
| Duration | 2 minutes and 1.95 second |
| Software version | ydata-profiling vv4.12.0 |
| Download configuration | config.json |
Variables
country_code
Categorical
High correlation
| Distinct | 5 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 2.2 MiB |
| MY | |
|---|---|
| PH | |
| PK | |
| TH | |
| BD |
Length
| Max length | 2 |
|---|---|
| Median length | 2 |
| Mean length | 2 |
| Min length | 2 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | BD |
|---|---|
| 2nd row | BD |
| 3rd row | BD |
| 4th row | BD |
| 5th row | BD |
Common Values
| Value | Count | Frequency (%) |
| MY | 858381 | |
| PH | 670952 | |
| PK | 440078 | |
| TH | 151871 | 6.7% |
| BD | 142398 | 6.3% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| my | 858381 | |
| ph | 670952 | |
| pk | 440078 | |
| th | 151871 | 6.7% |
| bd | 142398 | 6.3% |
Most occurring characters
| Value | Count | Frequency (%) |
| P | 1111030 | |
| M | 858381 | |
| Y | 858381 | |
| H | 822823 | |
| K | 440078 | 9.7% |
| T | 151871 | 3.4% |
| B | 142398 | 3.1% |
| D | 142398 | 3.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 4527360 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| P | 1111030 | |
| M | 858381 | |
| Y | 858381 | |
| H | 822823 | |
| K | 440078 | 9.7% |
| T | 151871 | 3.4% |
| B | 142398 | 3.1% |
| D | 142398 | 3.1% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 4527360 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| P | 1111030 | |
| M | 858381 | |
| Y | 858381 | |
| H | 822823 | |
| K | 440078 | 9.7% |
| T | 151871 | 3.4% |
| B | 142398 | 3.1% |
| D | 142398 | 3.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 4527360 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| P | 1111030 | |
| M | 858381 | |
| Y | 858381 | |
| H | 822823 | |
| K | 440078 | 9.7% |
| T | 151871 | 3.4% |
| B | 142398 | 3.1% |
| D | 142398 | 3.1% |
order_id
Text
| Distinct | 2263679 |
|---|---|
| Distinct (%) | > 99.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 142.5 MiB |
Length
| Max length | 9 |
|---|---|
| Median length | 9 |
| Mean length | 9 |
| Min length | 9 |
Unique
| Unique | 2263678 ? |
|---|---|
| Unique (%) | > 99.9% |
Sample
| 1st row | w2lx-myz3 |
|---|---|
| 2nd row | ta7z-r91q |
| 3rd row | t5af-wgb2 |
| 4th row | sibu-9lm4 |
| 5th row | we61-omtr |
| Value | Count | Frequency (%) |
| r7kg-kbwc | 2 | < 0.1% |
| w2lx-myz3 | 1 | < 0.1% |
| ta7z-r91q | 1 | < 0.1% |
| t5af-wgb2 | 1 | < 0.1% |
| sibu-9lm4 | 1 | < 0.1% |
| we61-omtr | 1 | < 0.1% |
| vbpl-6rrv | 1 | < 0.1% |
| t8ba-5cq4 | 1 | < 0.1% |
| g5ga-lvkp | 1 | < 0.1% |
| z6hz-u94i | 1 | < 0.1% |
| Other values (2263669) | 2263669 |
Most occurring characters
| Value | Count | Frequency (%) |
| - | 2263680 | 11.1% |
| s | 653592 | 3.2% |
| q | 596797 | 2.9% |
| n | 586069 | 2.9% |
| t | 584415 | 2.9% |
| r | 556864 | 2.7% |
| u | 541108 | 2.7% |
| o | 540606 | 2.7% |
| p | 523964 | 2.6% |
| m | 510444 | 2.5% |
| Other values (27) | 13015581 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 20373120 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| - | 2263680 | 11.1% |
| s | 653592 | 3.2% |
| q | 596797 | 2.9% |
| n | 586069 | 2.9% |
| t | 584415 | 2.9% |
| r | 556864 | 2.7% |
| u | 541108 | 2.7% |
| o | 540606 | 2.7% |
| p | 523964 | 2.6% |
| m | 510444 | 2.5% |
| Other values (27) | 13015581 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 20373120 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| - | 2263680 | 11.1% |
| s | 653592 | 3.2% |
| q | 596797 | 2.9% |
| n | 586069 | 2.9% |
| t | 584415 | 2.9% |
| r | 556864 | 2.7% |
| u | 541108 | 2.7% |
| o | 540606 | 2.7% |
| p | 523964 | 2.6% |
| m | 510444 | 2.5% |
| Other values (27) | 13015581 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 20373120 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| - | 2263680 | 11.1% |
| s | 653592 | 3.2% |
| q | 596797 | 2.9% |
| n | 586069 | 2.9% |
| t | 584415 | 2.9% |
| r | 556864 | 2.7% |
| u | 541108 | 2.7% |
| o | 540606 | 2.7% |
| p | 523964 | 2.6% |
| m | 510444 | 2.5% |
| Other values (27) | 13015581 |
customer_id
Text
| Distinct | 1286063 |
|---|---|
| Distinct (%) | 56.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 140.3 MiB |
Length
| Max length | 13 |
|---|---|
| Median length | 8 |
| Mean length | 8.0017856 |
| Min length | 8 |
Unique
| Unique | 892957 ? |
|---|---|
| Unique (%) | 39.4% |
Sample
| 1st row | bdpr8uva |
|---|---|
| 2nd row | bd59rlzo |
| 3rd row | bd6zhjvq |
| 4th row | bd4fv4rb |
| 5th row | bdzeepq7 |
| Value | Count | Frequency (%) |
| my2nvlmz | 366 | < 0.1% |
| myuuybt1 | 326 | < 0.1% |
| mydoe1rv | 214 | < 0.1% |
| myynozg1 | 189 | < 0.1% |
| my75kpgs | 185 | < 0.1% |
| mywe8sca | 174 | < 0.1% |
| mytufok9 | 173 | < 0.1% |
| mypedhpj | 170 | < 0.1% |
| myido9st | 168 | < 0.1% |
| my7z9hye | 166 | < 0.1% |
| Other values (1286053) | 2261549 |
Most occurring characters
| Value | Count | Frequency (%) |
| p | 1357664 | 7.5% |
| y | 1185051 | 6.5% |
| m | 1181618 | 6.5% |
| h | 1175853 | 6.5% |
| k | 738173 | 4.1% |
| t | 557984 | 3.1% |
| d | 536785 | 3.0% |
| b | 534800 | 3.0% |
| i | 417937 | 2.3% |
| c | 417813 | 2.3% |
| Other values (29) | 10009804 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 18113482 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| p | 1357664 | 7.5% |
| y | 1185051 | 6.5% |
| m | 1181618 | 6.5% |
| h | 1175853 | 6.5% |
| k | 738173 | 4.1% |
| t | 557984 | 3.1% |
| d | 536785 | 3.0% |
| b | 534800 | 3.0% |
| i | 417937 | 2.3% |
| c | 417813 | 2.3% |
| Other values (29) | 10009804 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 18113482 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| p | 1357664 | 7.5% |
| y | 1185051 | 6.5% |
| m | 1181618 | 6.5% |
| h | 1175853 | 6.5% |
| k | 738173 | 4.1% |
| t | 557984 | 3.1% |
| d | 536785 | 3.0% |
| b | 534800 | 3.0% |
| i | 417937 | 2.3% |
| c | 417813 | 2.3% |
| Other values (29) | 10009804 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 18113482 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| p | 1357664 | 7.5% |
| y | 1185051 | 6.5% |
| m | 1181618 | 6.5% |
| h | 1175853 | 6.5% |
| k | 738173 | 4.1% |
| t | 557984 | 3.1% |
| d | 536785 | 3.0% |
| b | 534800 | 3.0% |
| i | 417937 | 2.3% |
| c | 417813 | 2.3% |
| Other values (29) | 10009804 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 2014323 | |
| 1 | 249357 | 11.0% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 2014323 | |
| 1 | 249357 | 11.0% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 2014323 | |
| 1 | 249357 | 11.0% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 2263680 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 0 | 2014323 | |
| 1 | 249357 | 11.0% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 2263680 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 0 | 2014323 | |
| 1 | 249357 | 11.0% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 2263680 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 0 | 2014323 | |
| 1 | 249357 | 11.0% |
mobile_verified
Boolean
Imbalance
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 2.2 MiB |
| True | |
|---|---|
| False | 1621 |
| Value | Count | Frequency (%) |
| True | 2262059 | |
| False | 1621 | 0.1% |
num_orders_last_50days
Real number (ℝ)
High correlation Zeros
| Distinct | 494 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 38.072645 |
| Minimum | 0 |
|---|---|
| Maximum | 2162 |
| Zeros | 86058 |
| Zeros (%) | 3.8% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 4.3 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 9 |
| median | 26 |
| Q3 | 53 |
| 95-th percentile | 116 |
| Maximum | 2162 |
| Range | 2162 |
| Interquartile range (IQR) | 44 |
Descriptive statistics
| Standard deviation | 42.764675 |
|---|---|
| Coefficient of variation (CV) | 1.1232389 |
| Kurtosis | 113.58359 |
| Mean | 38.072645 |
| Median Absolute Deviation (MAD) | 19 |
| Skewness | 4.9855475 |
| Sum | 86184286 |
| Variance | 1828.8175 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 86058 | 3.8% |
| 1 | 66529 | 2.9% |
| 2 | 61117 | 2.7% |
| 3 | 56891 | 2.5% |
| 4 | 55915 | 2.5% |
| 5 | 52177 | 2.3% |
| 6 | 50790 | 2.2% |
| 7 | 48262 | 2.1% |
| 8 | 46855 | 2.1% |
| 9 | 44700 | 2.0% |
| Other values (484) | 1694386 |
| Value | Count | Frequency (%) |
| 0 | 86058 | |
| 1 | 66529 | |
| 2 | 61117 | |
| 3 | 56891 | |
| 4 | 55915 | |
| 5 | 52177 | |
| 6 | 50790 | |
| 7 | 48262 | |
| 8 | 46855 | |
| 9 | 44700 |
| Value | Count | Frequency (%) |
| 2162 | 1 | < 0.1% |
| 2091 | 1 | < 0.1% |
| 1954 | 4 | < 0.1% |
| 1788 | 62 | |
| 1434 | 3 | < 0.1% |
| 1400 | 8 | < 0.1% |
| 1380 | 1 | < 0.1% |
| 1216 | 4 | < 0.1% |
| 1016 | 5 | < 0.1% |
| 1007 | 3 | < 0.1% |
num_cancelled_orders_last_50days
Real number (ℝ)
High correlation Zeros
| Distinct | 103 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.2775361 |
| Minimum | 0 |
|---|---|
| Maximum | 195 |
| Zeros | 1485772 |
| Zeros (%) | 65.6% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 4.3 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 1 |
| 95-th percentile | 5 |
| Maximum | 195 |
| Range | 195 |
| Interquartile range (IQR) | 1 |
Descriptive statistics
| Standard deviation | 5.6512157 |
|---|---|
| Coefficient of variation (CV) | 4.4235271 |
| Kurtosis | 355.85539 |
| Mean | 1.2775361 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 15.976265 |
| Sum | 2891933 |
| Variance | 31.936239 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 1485772 | |
| 1 | 382623 | 16.9% |
| 2 | 150543 | 6.7% |
| 3 | 73825 | 3.3% |
| 4 | 41275 | 1.8% |
| 5 | 26842 | 1.2% |
| 6 | 18459 | 0.8% |
| 7 | 14100 | 0.6% |
| 8 | 10860 | 0.5% |
| 9 | 7719 | 0.3% |
| Other values (93) | 51662 | 2.3% |
| Value | Count | Frequency (%) |
| 0 | 1485772 | |
| 1 | 382623 | 16.9% |
| 2 | 150543 | 6.7% |
| 3 | 73825 | 3.3% |
| 4 | 41275 | 1.8% |
| 5 | 26842 | 1.2% |
| 6 | 18459 | 0.8% |
| 7 | 14100 | 0.6% |
| 8 | 10860 | 0.5% |
| 9 | 7719 | 0.3% |
| Value | Count | Frequency (%) |
| 195 | 8 | < 0.1% |
| 193 | 1 | < 0.1% |
| 191 | 8 | < 0.1% |
| 183 | 189 | |
| 163 | 326 | |
| 158 | 7 | < 0.1% |
| 151 | 166 | |
| 133 | 21 | < 0.1% |
| 120 | 118 | < 0.1% |
| 119 | 34 | < 0.1% |
num_refund_orders_last_50days
Real number (ℝ)
High correlation Zeros
| Distinct | 101 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.8286237 |
| Minimum | 0 |
|---|---|
| Maximum | 201 |
| Zeros | 1318793 |
| Zeros (%) | 58.3% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 4.3 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 1 |
| 95-th percentile | 8 |
| Maximum | 201 |
| Range | 201 |
| Interquartile range (IQR) | 1 |
Descriptive statistics
| Standard deviation | 6.2687173 |
|---|---|
| Coefficient of variation (CV) | 3.4281067 |
| Kurtosis | 205.64018 |
| Mean | 1.8286237 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 11.665044 |
| Sum | 4139419 |
| Variance | 39.296816 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 1318793 | |
| 1 | 401182 | 17.7% |
| 2 | 181128 | 8.0% |
| 3 | 95941 | 4.2% |
| 4 | 58999 | 2.6% |
| 5 | 38966 | 1.7% |
| 6 | 27527 | 1.2% |
| 7 | 21140 | 0.9% |
| 8 | 15532 | 0.7% |
| 9 | 12683 | 0.6% |
| Other values (91) | 91789 | 4.1% |
| Value | Count | Frequency (%) |
| 0 | 1318793 | |
| 1 | 401182 | 17.7% |
| 2 | 181128 | 8.0% |
| 3 | 95941 | 4.2% |
| 4 | 58999 | 2.6% |
| 5 | 38966 | 1.7% |
| 6 | 27527 | 1.2% |
| 7 | 21140 | 0.9% |
| 8 | 15532 | 0.7% |
| 9 | 12683 | 0.6% |
| Value | Count | Frequency (%) |
| 201 | 5 | < 0.1% |
| 174 | 189 | |
| 152 | 166 | |
| 146 | 326 | |
| 129 | 21 | < 0.1% |
| 126 | 12 | < 0.1% |
| 125 | 118 | < 0.1% |
| 122 | 366 | |
| 114 | 168 | |
| 113 | 18 | < 0.1% |
total_payment_last_50days
Real number (ℝ)
High correlation Zeros
| Distinct | 16523 |
|---|---|
| Distinct (%) | 0.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 493.252 |
| Minimum | 0 |
|---|---|
| Maximum | 57888 |
| Zeros | 54054 |
| Zeros (%) | 2.4% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 8.6 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 5.640625 |
| Q1 | 96.3125 |
| median | 295.25 |
| Q3 | 675 |
| 95-th percentile | 1611 |
| Maximum | 57888 |
| Range | 57888 |
| Interquartile range (IQR) | 578.6875 |
Descriptive statistics
| Standard deviation | 623.93933 |
|---|---|
| Coefficient of variation (CV) | 1.2649504 |
| Kurtosis | 282.54456 |
| Mean | 493.252 |
| Median Absolute Deviation (MAD) | 238.25 |
| Skewness | 7.1085434 |
| Sum | 1.1165647 × 109 |
| Variance | 389300.31 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 54054 | 2.4% |
| 532 | 888 | < 0.1% |
| 549 | 831 | < 0.1% |
| 544.5 | 814 | < 0.1% |
| 545.5 | 802 | < 0.1% |
| 534.5 | 791 | < 0.1% |
| 557 | 765 | < 0.1% |
| 552 | 762 | < 0.1% |
| 868 | 759 | < 0.1% |
| 523.5 | 758 | < 0.1% |
| Other values (16513) | 2202456 |
| Value | Count | Frequency (%) |
| 0 | 54054 | |
| 0.0006322860718 | 1 | < 0.1% |
| 0.0007452964783 | 3 | < 0.1% |
| 0.000819683075 | 1 | < 0.1% |
| 0.0009436607361 | 1 | < 0.1% |
| 0.0009565353394 | 1 | < 0.1% |
| 0.0009694099426 | 1 | < 0.1% |
| 0.0009732246399 | 1 | < 0.1% |
| 0.001044273376 | 1 | < 0.1% |
| 0.001071929932 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 57888 | 2 | < 0.1% |
| 47488 | 4 | < 0.1% |
| 42656 | 4 | < 0.1% |
| 42560 | 2 | < 0.1% |
| 36064 | 1 | < 0.1% |
| 36032 | 4 | < 0.1% |
| 34592 | 1 | < 0.1% |
| 32992 | 8 | |
| 30816 | 1 | < 0.1% |
| 25696 | 11 |
num_associated_customers
Real number (ℝ)
| Distinct | 101 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.9629197 |
| Minimum | 1 |
|---|---|
| Maximum | 101 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.2 MiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 1 |
| median | 2 |
| Q3 | 3 |
| 95-th percentile | 7 |
| Maximum | 101 |
| Range | 100 |
| Interquartile range (IQR) | 2 |
Descriptive statistics
| Standard deviation | 6.6815391 |
|---|---|
| Coefficient of variation (CV) | 2.2550524 |
| Kurtosis | 157.12257 |
| Mean | 2.9629197 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 11.706847 |
| Sum | 6707102 |
| Variance | 44.642965 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 1 | 943958 | |
| 2 | 583079 | |
| 3 | 299639 | 13.2% |
| 4 | 162940 | 7.2% |
| 5 | 93642 | 4.1% |
| 6 | 54211 | 2.4% |
| 7 | 32915 | 1.5% |
| 8 | 20867 | 0.9% |
| 9 | 13534 | 0.6% |
| 10 | 9904 | 0.4% |
| Other values (91) | 48991 | 2.2% |
| Value | Count | Frequency (%) |
| 1 | 943958 | |
| 2 | 583079 | |
| 3 | 299639 | 13.2% |
| 4 | 162940 | 7.2% |
| 5 | 93642 | 4.1% |
| 6 | 54211 | 2.4% |
| 7 | 32915 | 1.5% |
| 8 | 20867 | 0.9% |
| 9 | 13534 | 0.6% |
| 10 | 9904 | 0.4% |
| Value | Count | Frequency (%) |
| 101 | 713 | < 0.1% |
| 100 | 6274 | |
| 99 | 16 | < 0.1% |
| 98 | 33 | < 0.1% |
| 97 | 37 | < 0.1% |
| 96 | 55 | < 0.1% |
| 95 | 73 | < 0.1% |
| 94 | 48 | < 0.1% |
| 93 | 30 | < 0.1% |
| 92 | 59 | < 0.1% |
| Distinct | 1277521 |
|---|---|
| Distinct (%) | 56.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 17.3 MiB |
| Minimum | 2012-03-25 12:53:43 |
|---|---|
| Maximum | 2023-05-10 20:59:37 |
Histogram with fixed size bins (bins=50)
collect_type
Categorical
Imbalance
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 2.2 MiB |
| delivery | |
|---|---|
| pickup | 28752 |
Length
| Max length | 8 |
|---|---|
| Median length | 8 |
| Mean length | 7.9745971 |
| Min length | 6 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | delivery |
|---|---|
| 2nd row | delivery |
| 3rd row | delivery |
| 4th row | delivery |
| 5th row | delivery |
Common Values
| Value | Count | Frequency (%) |
| delivery | 2234928 | |
| pickup | 28752 | 1.3% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| delivery | 2234928 | |
| pickup | 28752 | 1.3% |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 4469856 | |
| i | 2263680 | |
| d | 2234928 | |
| l | 2234928 | |
| v | 2234928 | |
| r | 2234928 | |
| y | 2234928 | |
| p | 57504 | 0.3% |
| c | 28752 | 0.2% |
| k | 28752 | 0.2% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 18051936 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| e | 4469856 | |
| i | 2263680 | |
| d | 2234928 | |
| l | 2234928 | |
| v | 2234928 | |
| r | 2234928 | |
| y | 2234928 | |
| p | 57504 | 0.3% |
| c | 28752 | 0.2% |
| k | 28752 | 0.2% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 18051936 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| e | 4469856 | |
| i | 2263680 | |
| d | 2234928 | |
| l | 2234928 | |
| v | 2234928 | |
| r | 2234928 | |
| y | 2234928 | |
| p | 57504 | 0.3% |
| c | 28752 | 0.2% |
| k | 28752 | 0.2% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 18051936 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| e | 4469856 | |
| i | 2263680 | |
| d | 2234928 | |
| l | 2234928 | |
| v | 2234928 | |
| r | 2234928 | |
| y | 2234928 | |
| p | 57504 | 0.3% |
| c | 28752 | 0.2% |
| k | 28752 | 0.2% |
payment_method
Categorical
High correlation
| Distinct | 18 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 2.2 MiB |
| PayOnDelivery | |
|---|---|
| CybersourceCreditCard | |
| RazerOnlineBanking | |
| CreditCard | |
| AFGCash | |
| Other values (13) |
Length
| Max length | 21 |
|---|---|
| Median length | 18 |
| Mean length | 13.779122 |
| Min length | 5 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | PayOnDelivery |
|---|---|
| 2nd row | CreditCard |
| 3rd row | AFbKash |
| 4th row | CreditCard |
| 5th row | PayOnDelivery |
Common Values
| Value | Count | Frequency (%) |
| PayOnDelivery | 745300 | |
| CybersourceCreditCard | 323891 | |
| RazerOnlineBanking | 297827 | 13.2% |
| CreditCard | 270146 | 11.9% |
| AFGCash | 245626 | 10.9% |
| GenericCreditCard | 172538 | 7.6% |
| AccountBalance | 61774 | 2.7% |
| AFTNG | 51538 | 2.3% |
| AFbKash | 42173 | 1.9% |
| AFTrueMoney | 21868 | 1.0% |
| Other values (8) | 30999 | 1.4% |
Length
Histogram of lengths of the category
| Value | Count | Frequency (%) |
| payondelivery | 745300 | |
| cybersourcecreditcard | 323891 | |
| razeronlinebanking | 297827 | 13.2% |
| creditcard | 270146 | 11.9% |
| afgcash | 245626 | 10.9% |
| genericcreditcard | 172538 | 7.6% |
| accountbalance | 61774 | 2.7% |
| aftng | 51538 | 2.3% |
| afbkash | 42173 | 1.9% |
| aftruemoney | 21868 | 1.0% |
| Other values (8) | 30999 | 1.4% |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 3984058 | |
| r | 3421167 | 11.0% |
| a | 2542933 | 8.2% |
| i | 2284970 | 7.3% |
| n | 2277528 | 7.3% |
| C | 2109852 | 6.8% |
| y | 1859861 | 6.0% |
| d | 1549618 | 5.0% |
| l | 1120653 | 3.6% |
| O | 1043127 | 3.3% |
| Other values (28) | 8997757 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 31191524 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| e | 3984058 | |
| r | 3421167 | 11.0% |
| a | 2542933 | 8.2% |
| i | 2284970 | 7.3% |
| n | 2277528 | 7.3% |
| C | 2109852 | 6.8% |
| y | 1859861 | 6.0% |
| d | 1549618 | 5.0% |
| l | 1120653 | 3.6% |
| O | 1043127 | 3.3% |
| Other values (28) | 8997757 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 31191524 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| e | 3984058 | |
| r | 3421167 | 11.0% |
| a | 2542933 | 8.2% |
| i | 2284970 | 7.3% |
| n | 2277528 | 7.3% |
| C | 2109852 | 6.8% |
| y | 1859861 | 6.0% |
| d | 1549618 | 5.0% |
| l | 1120653 | 3.6% |
| O | 1043127 | 3.3% |
| Other values (28) | 8997757 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 31191524 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| e | 3984058 | |
| r | 3421167 | 11.0% |
| a | 2542933 | 8.2% |
| i | 2284970 | 7.3% |
| n | 2277528 | 7.3% |
| C | 2109852 | 6.8% |
| y | 1859861 | 6.0% |
| d | 1549618 | 5.0% |
| l | 1120653 | 3.6% |
| O | 1043127 | 3.3% |
| Other values (28) | 8997757 |
order_value
Real number (ℝ)
| Distinct | 10810 |
|---|---|
| Distinct (%) | 0.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 6.9325248 |
| Minimum | 0 |
|---|---|
| Maximum | 663 |
| Zeros | 59 |
| Zeros (%) | < 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 8.6 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 1.1943359 |
| Q1 | 3.2050781 |
| median | 5.5078125 |
| Q3 | 8.5078125 |
| 95-th percentile | 17.625 |
| Maximum | 663 |
| Range | 663 |
| Interquartile range (IQR) | 5.3027344 |
Descriptive statistics
| Standard deviation | 6.4227796 |
|---|---|
| Coefficient of variation (CV) | 0.92647048 |
| Kurtosis | 141.79779 |
| Mean | 6.9325248 |
| Median Absolute Deviation (MAD) | 2.546875 |
| Skewness | 5.7110195 |
| Sum | 15693018 |
| Variance | 41.252098 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 5.421875 | 1442 | 0.1% |
| 5.3984375 | 1400 | 0.1% |
| 5.40625 | 1399 | 0.1% |
| 5.37109375 | 1373 | 0.1% |
| 5.47265625 | 1360 | 0.1% |
| 5.50390625 | 1356 | 0.1% |
| 5.41796875 | 1338 | 0.1% |
| 5.35546875 | 1325 | 0.1% |
| 5.4296875 | 1324 | 0.1% |
| 5.3203125 | 1312 | 0.1% |
| Other values (10800) | 2250051 |
| Value | Count | Frequency (%) |
| 0 | 59 | |
| 0.000335931778 | 1 | < 0.1% |
| 0.000342130661 | 1 | < 0.1% |
| 0.001029968262 | 1 | < 0.1% |
| 0.003168106079 | 1 | < 0.1% |
| 0.003253936768 | 1 | < 0.1% |
| 0.004165649414 | 3 | < 0.1% |
| 0.004173278809 | 2 | < 0.1% |
| 0.004219055176 | 1 | < 0.1% |
| 0.00422668457 | 3 | < 0.1% |
| Value | Count | Frequency (%) |
| 663 | 1 | |
| 517.5 | 1 | |
| 418.25 | 1 | |
| 320.25 | 1 | |
| 311.75 | 1 | |
| 295.25 | 1 | |
| 280.5 | 1 | |
| 267.25 | 1 | |
| 264.25 | 1 | |
| 259.5 | 1 |
num_items_ordered
Real number (ℝ)
| Distinct | 189 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.6648806 |
| Minimum | 1 |
|---|---|
| Maximum | 253 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.2 MiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 1 |
| median | 2 |
| Q3 | 4 |
| 95-th percentile | 10 |
| Maximum | 253 |
| Range | 252 |
| Interquartile range (IQR) | 3 |
Descriptive statistics
| Standard deviation | 4.7050567 |
|---|---|
| Coefficient of variation (CV) | 1.2838226 |
| Kurtosis | 162.20211 |
| Mean | 3.6648806 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 8.2722107 |
| Sum | 8296117 |
| Variance | 22.137559 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 1 | 607875 | |
| 2 | 592534 | |
| 3 | 340884 | |
| 4 | 235372 | 10.4% |
| 5 | 120913 | 5.3% |
| 6 | 100114 | 4.4% |
| 7 | 50334 | 2.2% |
| 8 | 49524 | 2.2% |
| 10 | 29074 | 1.3% |
| 9 | 25835 | 1.1% |
| Other values (179) | 111221 | 4.9% |
| Value | Count | Frequency (%) |
| 1 | 607875 | |
| 2 | 592534 | |
| 3 | 340884 | |
| 4 | 235372 | 10.4% |
| 5 | 120913 | 5.3% |
| 6 | 100114 | 4.4% |
| 7 | 50334 | 2.2% |
| 8 | 49524 | 2.2% |
| 9 | 25835 | 1.1% |
| 10 | 29074 | 1.3% |
| Value | Count | Frequency (%) |
| 253 | 1 | |
| 250 | 1 | |
| 243 | 1 | |
| 240 | 2 | |
| 238 | 1 | |
| 233 | 1 | |
| 226 | 1 | |
| 225 | 1 | |
| 220 | 2 | |
| 215 | 1 |
refund_value
Real number (ℝ)
Zeros
| Distinct | 3641 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.2338936 |
| Minimum | 0 |
|---|---|
| Maximum | 518 |
| Zeros | 876848 |
| Zeros (%) | 38.7% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 8.6 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0.93017578 |
| Q3 | 2.9003906 |
| 95-th percentile | 8.8125 |
| Maximum | 518 |
| Range | 518 |
| Interquartile range (IQR) | 2.9003906 |
Descriptive statistics
| Standard deviation | 3.876858 |
|---|---|
| Coefficient of variation (CV) | 1.7354712 |
| Kurtosis | 243.06848 |
| Mean | 2.2338936 |
| Median Absolute Deviation (MAD) | 0.93017578 |
| Skewness | 6.7317829 |
| Sum | 5056820.2 |
| Variance | 15.030028 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 876848 | |
| 0.8500976562 | 6796 | 0.3% |
| 0.75 | 5695 | 0.3% |
| 0.83984375 | 5588 | 0.2% |
| 0.2700195312 | 5449 | 0.2% |
| 0.9599609375 | 5251 | 0.2% |
| 0.740234375 | 5054 | 0.2% |
| 0.6401367188 | 4977 | 0.2% |
| 1.700195312 | 4696 | 0.2% |
| 0.5400390625 | 4666 | 0.2% |
| Other values (3631) | 1338660 |
| Value | Count | Frequency (%) |
| 0 | 876848 | |
| 0.01000213623 | 6 | < 0.1% |
| 0.02000427246 | 56 | < 0.1% |
| 0.0299987793 | 40 | < 0.1% |
| 0.04000854492 | 180 | < 0.1% |
| 0.04998779297 | 91 | < 0.1% |
| 0.05999755859 | 165 | < 0.1% |
| 0.07000732422 | 203 | < 0.1% |
| 0.08001708984 | 1388 | 0.1% |
| 0.09002685547 | 1234 | 0.1% |
| Value | Count | Frequency (%) |
| 518 | 1 | |
| 313 | 1 | |
| 281.75 | 1 | |
| 234.25 | 1 | |
| 214.625 | 1 | |
| 209.25 | 1 | |
| 196.75 | 1 | |
| 177.75 | 1 | |
| 166.875 | 1 | |
| 156.5 | 1 |
order_date
Date
| Distinct | 181 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 17.3 MiB |
| Minimum | 2022-11-12 00:00:00 |
|---|---|
| Maximum | 2023-05-11 00:00:00 |
Histogram with fixed size bins (bins=50)
Interactions
Correlations
| collect_type | country_code | is_fraud | mobile_verified | num_associated_customers | num_cancelled_orders_last_50days | num_items_ordered | num_orders_last_50days | num_refund_orders_last_50days | order_value | payment_method | refund_value | total_payment_last_50days | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| collect_type | 1.000 | 0.083 | 0.063 | 0.001 | 0.028 | 0.017 | 0.004 | 0.043 | 0.010 | 0.004 | 0.134 | 0.005 | 0.020 |
| country_code | 0.083 | 1.000 | 0.286 | 0.006 | 0.039 | 0.029 | 0.029 | 0.023 | 0.028 | 0.007 | 0.611 | 0.010 | 0.016 |
| is_fraud | 0.063 | 0.286 | 1.000 | 0.000 | 0.211 | 0.028 | 0.072 | 0.016 | 0.036 | 0.041 | 0.205 | 0.007 | 0.010 |
| mobile_verified | 0.001 | 0.006 | 0.000 | 1.000 | 0.001 | 0.332 | 0.000 | 0.032 | 0.215 | 0.000 | 0.009 | 0.000 | 0.000 |
| num_associated_customers | 0.028 | 0.039 | 0.211 | 0.001 | 1.000 | 0.190 | -0.014 | 0.148 | 0.162 | -0.083 | 0.021 | -0.038 | 0.072 |
| num_cancelled_orders_last_50days | 0.017 | 0.029 | 0.028 | 0.332 | 0.190 | 1.000 | -0.063 | 0.476 | 0.585 | -0.106 | 0.044 | 0.070 | 0.312 |
| num_items_ordered | 0.004 | 0.029 | 0.072 | 0.000 | -0.014 | -0.063 | 1.000 | 0.032 | -0.018 | 0.496 | 0.016 | -0.083 | 0.128 |
| num_orders_last_50days | 0.043 | 0.023 | 0.016 | 0.032 | 0.148 | 0.476 | 0.032 | 1.000 | 0.547 | 0.014 | 0.020 | 0.086 | 0.901 |
| num_refund_orders_last_50days | 0.010 | 0.028 | 0.036 | 0.215 | 0.162 | 0.585 | -0.018 | 0.547 | 1.000 | -0.060 | 0.041 | 0.142 | 0.433 |
| order_value | 0.004 | 0.007 | 0.041 | 0.000 | -0.083 | -0.106 | 0.496 | 0.014 | -0.060 | 1.000 | 0.016 | 0.048 | 0.219 |
| payment_method | 0.134 | 0.611 | 0.205 | 0.009 | 0.021 | 0.044 | 0.016 | 0.020 | 0.041 | 0.016 | 1.000 | 0.014 | 0.024 |
| refund_value | 0.005 | 0.010 | 0.007 | 0.000 | -0.038 | 0.070 | -0.083 | 0.086 | 0.142 | 0.048 | 0.014 | 1.000 | 0.123 |
| total_payment_last_50days | 0.020 | 0.016 | 0.010 | 0.000 | 0.072 | 0.312 | 0.128 | 0.901 | 0.433 | 0.219 | 0.024 | 0.123 | 1.000 |
Missing values
A simple visualization of nullity by column.
Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.
Sample
| country_code | order_id | customer_id | is_fraud | mobile_verified | num_orders_last_50days | num_cancelled_orders_last_50days | num_refund_orders_last_50days | total_payment_last_50days | num_associated_customers | first_order_datetime | collect_type | payment_method | order_value | num_items_ordered | refund_value | order_date | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | BD | w2lx-myz3 | bdpr8uva | 0 | True | 0 | 0 | 0 | 0.0000 | 3 | 2022-08-13 03:53:52 | delivery | PayOnDelivery | 8.664062 | 9 | 0.870117 | 2023-04-08 |
| 1 | BD | ta7z-r91q | bd59rlzo | 0 | True | 7 | 0 | 0 | 228.0000 | 4 | 2022-05-08 14:29:19 | delivery | CreditCard | 21.859375 | 4 | 2.279297 | 2023-02-13 |
| 2 | BD | t5af-wgb2 | bd6zhjvq | 0 | True | 4 | 1 | 0 | 45.6875 | 2 | 2021-08-25 07:47:00 | delivery | AFbKash | 7.125000 | 1 | 2.349609 | 2023-03-06 |
| 3 | BD | sibu-9lm4 | bd4fv4rb | 0 | True | 19 | 0 | 3 | 279.7500 | 5 | 2021-12-06 13:53:22 | delivery | CreditCard | 4.535156 | 5 | 0.150024 | 2023-01-29 |
| 4 | BD | we61-omtr | bdzeepq7 | 0 | True | 30 | 6 | 4 | 107.0625 | 5 | 2020-07-04 11:45:39 | delivery | PayOnDelivery | 3.011719 | 1 | 3.750000 | 2023-01-16 |
| 5 | BD | vbpl-6rrv | bdofafbw | 0 | True | 89 | 2 | 10 | 1341.0000 | 1 | 2021-09-18 12:59:00 | delivery | AccountBalance | 12.328125 | 8 | 4.921875 | 2023-04-27 |
| 6 | BD | t8ba-5cq4 | bdp3nilt | 0 | True | 1 | 0 | 0 | 0.0000 | 3 | 2021-08-10 13:27:40 | delivery | PayOnDelivery | 3.363281 | 2 | 3.800781 | 2023-04-06 |
| 7 | BD | g5ga-lvkp | bdw1zcp1 | 0 | True | 11 | 0 | 3 | 79.8125 | 1 | 2022-10-09 07:27:23 | delivery | PayOnDelivery | 0.748535 | 1 | 4.500000 | 2022-11-16 |
| 8 | BD | z6hz-u94i | bd8wyt3z | 0 | True | 35 | 0 | 0 | 230.2500 | 3 | 2022-11-15 01:12:19 | delivery | PayOnDelivery | 1.521484 | 3 | 0.170044 | 2022-11-15 |
| 9 | BD | h94y-6rws | d9eth7xe | 0 | True | 82 | 1 | 3 | 949.5000 | 1 | 2017-08-05 06:25:01 | delivery | CreditCard | 2.439453 | 2 | 0.520020 | 2022-12-15 |
| country_code | order_id | customer_id | is_fraud | mobile_verified | num_orders_last_50days | num_cancelled_orders_last_50days | num_refund_orders_last_50days | total_payment_last_50days | num_associated_customers | first_order_datetime | collect_type | payment_method | order_value | num_items_ordered | refund_value | order_date | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 2263670 | PK | v2ni-wclg | pk9n9slb | 1 | True | 0 | 0 | 0 | 0.764648 | 6 | 2023-04-06 13:05:23 | delivery | JazzCashWallet | 0.841309 | 6 | 0.0 | 2023-04-06 |
| 2263671 | PK | l7rh-7bnl | pkhws5xx | 1 | True | 10 | 0 | 0 | 65.937500 | 1 | 2019-11-05 19:14:15 | delivery | PayOnDelivery | 3.851562 | 2 | 0.0 | 2022-12-18 |
| 2263672 | PK | mmth-nzpx | pkqoj84m | 1 | True | 6 | 0 | 0 | 62.343750 | 3 | 2022-11-23 14:34:31 | delivery | Invoice | 3.849609 | 6 | 0.0 | 2023-05-06 |
| 2263673 | PK | n7ng-hp88 | pky9xbuu | 1 | True | 5 | 1 | 0 | 17.984375 | 2 | 2021-06-26 07:18:17 | delivery | PayOnDelivery | 1.791016 | 1 | 0.0 | 2023-02-19 |
| 2263674 | PK | sik4-ppxa | pkyxo3om | 1 | True | 19 | 1 | 0 | 240.125000 | 4 | 2019-07-17 09:01:56 | delivery | GenericCreditCard | 11.523438 | 29 | 0.0 | 2022-12-14 |
| 2263675 | PK | s2go-o04o | pkn8lcvq | 1 | True | 0 | 0 | 0 | 0.000000 | 1 | 2022-03-07 09:33:11 | delivery | GenericCreditCard | 3.732422 | 1 | 0.0 | 2022-12-27 |
| 2263676 | PK | wepx-o8p9 | pkmv7mxc | 1 | True | 2 | 0 | 0 | 12.460938 | 3 | 2021-01-16 15:59:39 | delivery | PayOnDelivery | 1.310547 | 1 | 0.0 | 2023-04-10 |
| 2263677 | PK | jvd2-zdf0 | pkdgo2zl | 1 | True | 3 | 0 | 0 | 8.601562 | 3 | 2019-08-04 14:20:44 | delivery | PayOnDelivery | 1.414062 | 2 | 0.0 | 2023-05-05 |
| 2263678 | PK | kca0-drm6 | pkovsmz7 | 1 | True | 29 | 2 | 0 | 204.625000 | 2 | 2021-12-02 16:24:04 | delivery | PayOnDelivery | 7.316406 | 4 | 0.0 | 2023-04-13 |
| 2263679 | PK | u7w3-gfj3 | pkw0n07l | 1 | True | 4 | 0 | 0 | 11.453125 | 1 | 2022-06-04 08:33:09 | delivery | PayOnDelivery | 1.351562 | 2 | 0.0 | 2023-01-21 |